MCP Server Quality Scores

Independent quality analysis of 69313 public MCP servers

69313
Discovered
→
33947
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43901
mquan
nimble Claim
A token-efficient MCP server that reduces context window bloat by lazy loading …
— ○ ⏳ — N/A N/A — — —
43902
yuaotian
sanshu Claim
An AI-assisted programming enhancement system that integrates decision-making, …
— ○ ⏳ — N/A N/A — — —
43903
raya2912
Generates structured newsletters with 8 sections using AI and provides NLP anal…
— ○ ⏳ — N/A N/A — — —
43904
shawnsammartano-hub
Open Brain Claim
A remote MCP server enabling semantic memory across multiple AI platforms like …
— ○ ⏳ — N/A N/A — — —
43905
Unveil-gg
twine-mcp Claim
A locally-run MCP server that connects to Twine's story library, enabling AI-as…
— ○ ⏳ — N/A N/A — — —
43906
jonnyhoff
Enables SQLite database interactions including querying, updating, and schema m…
— ○ ⏳ — N/A N/A — — —
43907
Justar96
Project management and session memory for AI agents that provides 13 tools for …
— ○ ⏳ — — — — — —
43908
themiguelamador
Local MCP server for TOCOnline accounting/invoicing API that enables AI assista…
— ○ ⏳ — N/A N/A — — —
43909
Deloney-code
RedTeam MCP Claim
Autonomous penetration testing powered by a local LLM, automating tool chaining…
— ○ ⏳ — N/A N/A — — —
43910
desertaxle
devin-mcp Claim
MCP server for creating, monitoring, and managing Devin AI sessions.
— ○ ⏳ — N/A N/A — — —
43911
mapleleavessssssss-wq
vivado-mcp Claim
A minimal MCP server that provides 25 tools and 5 hooks to control Xilinx Vivad…
— ○ ⏳ — N/A N/A — — —
43912
neo4j-contrib
neo4j-gds Claim
Enables LLMs to run complex graph algorithms on Neo4j databases, answering grap…
— ○ ⏳ — — — — — —
43913
box3lab
提供对神岛平台用户数据、地图信息和统计数据的访问,包括公开和需要认证的API。
— ○ ⏳ — — — — — —
43914
Griboedow
A Model Context Protocol server that provides real astronomical data (planetary…
— ○ ⏳ — N/A N/A — — —
43915
hvkshetry
Connects Claude with Microsoft 365 services such as Email, Calendar, Teams, One…
— ○ ⏳ — — — — — —
43916
micaelmalta
Enables AI assistants to interact with Datadog APIs for querying metrics, logs,…
— ○ ⏳ — — — — — —
43917
sourknives
Enables natural language interaction with Sleeper Fantasy Football API data, al…
— ○ ⏳ — — — — — —
43918
TCMPP-Team
Enables AI assistants to manage TCSAS miniprogram development tasks such as lau…
— ○ ⏳ — N/A N/A — — —
43919
oro-intel
UK public procurement data for AI agents. Tenders, contracts, buyer and supplie…
— ○ ⏳ — — — — — —
43920
Kumbaya-xyz
kumbaya-mcp Claim
Live access to Kumbaya's DEX, launchpad, social data, and search on MegaETH thr…
— ○ ⏳ — — — — — —
43921
jingyanjiang
k8s-mcp Claim
A lightweight MCP server that enables AI assistants to deploy, inspect, and ope…
— ○ ⏳ — — — — — —
43922
bblietz
brs-docs-mcp Claim
MCP server for Roku BrightScript documentation and device control, enabling doc…
— ○ ⏳ — N/A N/A — — —
43923
falconry
A Python MCP server using the Falcon web framework, providing Streamable HTTP t…
— ○ ⏳ — — — — — —
43924
maflot
Provides access to the Allen Institute for Brain Science API, enabling queries …
— ○ ⏳ — — — — — —
43925
dotojr123
Exposes the ProDoctor Cloud API as MCP tools for AI agents to manage appointmen…
— ○ ⏳ — — — — — —
43926
VVi3ard
1c-buddy-mcp Claim
Lightweight MCP server for 1C.ai integration, enabling queries, code analysis, …
— ○ ⏳ — N/A N/A — — —
43927
Qbandev
Enables AI assistants to query blockchain data across 30+ networks via Infura, …
— ○ ⏳ — — — — — —
43928
droyad
sumo-mcp Claim
Enables searching Sumo Logic logs using the search_logs tool, with support for …
— ○ ⏳ — — — — — —
43929
bariskisir
IzmirDamMcp Claim
FastMCP server that provides daily water status and occupancy rates for dams in…
— ○ ⏳ — — — — — —
43930
da-troll
MCP server for the Trollspace API that exposes 47 type-safe tools for managing …
— ○ ⏳ — — — — — —
43931
jsardinia
Enables natural language management of Motion tasks, projects, schedules, and m…
— ○ ⏳ — — — — — —
43932
longcreat
Enables AI assistants to search for hotels globally via the MCP protocol, suppo…
— ○ ⏳ — — — — — —
43933
rgthelen
Enables Claude to interact with LinkedIn for posting, commenting, sharing media…
— ○ ⏳ — — — — — —
43934
vehoelite
Provides persistent AI memory and visual analysis tools for any MCP-compatible …
— ○ ⏳ — — — — — —
43935
iamishaan24
Provides tools and context for interacting with Google Cloud services, enabling…
— ○ ⏳ — N/A N/A — — —
43936
faton5
Extensible MCP server for managing a homelab from Claude AI, enabling control o…
— ○ ⏳ — — — — — —
43937
1995parham-learning
mcp101 Claim
A sample MCP server built with FastMCP that demonstrates basic tools and a Goog…
— ○ ⏳ — — — — — —
43938
mwl313
Namu Watcher Claim
Enables monitoring of Namu Wiki real-time search trends, including top keywords…
— ○ ⏳ — — — — — —
43939
meob
Euclid-MCP Claim
MCP server for logical reasoning that turns facts into formal proofs using a de…
— ○ ⏳ — N/A N/A — — —
43940
hnaymyh123-henry
MCP server for managing AI agent skills with pre-flight compatibility checks, e…
— ○ ⏳ — N/A N/A — — —
43941
matthewgjohnson
ask-another Claim
Enables AI assistants to query hundreds of models across OpenAI, Google, and Op…
— ○ ⏳ — — — — — —
43942
maxiomus
Exposes Shopify Admin API capabilities to LLMs, enabling product, order, custom…
— ○ ⏳ — — — — — —
43943
stanislav-milchev
Enables web scraping with JavaScript disabled and network request monitoring, u…
— ○ ⏳ — N/A N/A — — —
43944
webexpr-pvilledary
mcp-erp Claim
MCP server for interacting with an ERP system via REST API, featuring Microsoft…
— ○ ⏳ — — — — — —
43945
haribote
thmh Claim
MCP server providing component catalog tools (search_components, get_component_…
— ○ ⏳ — N/A N/A — — —
43946
AppliedEllipsis
Provides AI-powered search, web search, image search, video search, news search…
— ○ ⏳ — — — — — —
43947
rileylsmith1997
An MCP server that reports on and manages systemd services using systemctl and …
— ○ ⏳ — N/A N/A — — —
43948
longhz
Provides MCP tools for MiniMax Token Plan quota queries, web searches, image un…
— ○ ⏳ — N/A N/A — — —
43949
Jinzo03
Enables MCP-compatible AI clients to access live crypto market data and AI-driv…
— ○ ⏳ — N/A N/A — — —
43950
DailyNoBug
A human-in-the-loop browser MCP server that pauses for user actions like login …
— ○ ⏳ — N/A N/A — — —
Showing 43901–43950 of 69313 servers
« Prev 1 … 877 878 879 880 881 … 1387 Next »